Research Article

2D Millimeter-Wave SAR Imaging with Automotive Radar

Volume: 5 Number: 1 June 21, 2024
TR EN

2D Millimeter-Wave SAR Imaging with Automotive Radar

Abstract

In recent years, millimeter wave (mmWave) frequency modulated continuous wave (FMCW) radars have gained popularity in radar imaging applications, coinciding with the advancement of mmWave technology. However, high cost and integration complexity still remain as issues in cases where the target aperture is large. This work introduces a low-cost, low-complexity, and easy-to-implement two-dimensional (2D) mmWave synthetic aperture radar (SAR) system. A commercial-off-the-shelf (COTS) mmWave FMCW radar sensor operating in the frequency range of 77-81 GHz is employed. A large mechanical scanning system which can move in both vertical and horizontal directions is constructed and integrated with the radar sensor. Developing a graphical user interface (GUI), an automatic movement of the scanner is achieved. Experimental measurements are taken in a laboratory environment and the effectiveness of the system is demonstrated. A cross-shaped metal object and a drone are chosen as targets and the SAR images of targets are obtained. For simplicity, by employing a single transceiver pair, sparse samples are taken in a large scanning aperture. It has been shown that the proposed scanning system has great potential in SAR imaging of large objects such as unmanned aerial vehicles (UAV).

Keywords

mmWave, frequency modulated continuous wave radar, synthetic aperture radar, sar imaging, drone, unmanned aerial vehicle

Ethical Statement

In the studies carried out within the scope of this article, the rules of research and publication ethics were followed.

Thanks

The authors would like to thank the students of Gazi University Furkan Çetinkaya, Erencan Tezel, Oğuz Yalçın, and Berkan Öksüz for their contribution to the construction of the SAR scanner.

References

  1. [1] Wellig, P., Speirs, P., Schuepbach, C., Oechslin, R., Renker, M., Boeniger, U., & Pratisto, H. (2018, June). Radar systems and challenges for C-UAV. In 2018 19th International Radar Symposium (IRS) (pp. 1-8). IEEE.
  2. [2] Mirbeik-Sabzevari, A., Li, S., Garay, E., Nguyen, H. T., Wang, H., & Tavassolian, N.(2018). Synthetic ultra-high-resolution millimeter-wave imaging for skin cancer detection. IEEE Transactions on biomedical engineering, 66(1), 61-71.
  3. [3] Ghasr, M. T., Kharkovsky, S., Bohnert, R., Hirst, B., & Zoughi, R. (2013). 30 GHz linear high-resolution and rapid millimeter wave imaging system for NDE. IEEE Transactions on Antennas and Propagation, 61(9), 4733-4740.
  4. [4] Liu, T., Zhao, Y., Wei, Y., Zhao, Y., & Wei, S. (2019). Concealed object detection for activate millimeter wave image. IEEE Transactions on Industrial Electronics, 66(12), 9909-9917.
  5. [5] Song, S., Lu, J., Xing, S., Quan, S., Wang, J., Li, Y., & Lian, J. (2022). Near Field 3-D Millimeter-Wave SAR Image Enhancement and Detection with Application of Antenna Pattern Compensation. Sensors, 22(12), 4509.
  6. [6] Zhuge, X., & Yarovoy, A. G. (2010). A sparse aperture MIMO-SAR-based UWB imaging system for concealed weapon detection. IEEE Transactions on Geoscience and Remote Sensing, 49(1), 509-518.
  7. [7] Sheen, D. M., McMakin, D. L., & Hall, T. E. (2001). Three-dimensional millimeter-wave imaging for concealed weapon detection. IEEE Transactions on microwave theory and techniques, 49(9), 1581-1592.
  8. [8] Abbasi, M., Shayei, A., Shabany, M., & Kavehvash, Z. (2018). Fast Fourier-based implementation of synthetic aperture radar algorithm for multistatic imaging system. IEEE Transactions on Instrumentation and Measurement, 68(9), 3339-3349.
  9. [9] Yanik, M. E., & Torlak, M. (2019). Near-field MIMO-SAR millimeter-wave imaging with sparsely sampled aperture data. Ieee Access, 7, 31801-31819.
  10. [10] Venon, A., Dupuis, Y., Vasseur, P., & Merriaux, P. (2022). Millimeter wave FMCW radars for perception, recognition and localization in automotive applications: A survey. IEEE Transactions on Intelligent Vehicles, 7(3), 533-555.
APA
Yalçınkaya Gökdoğan, B., Çoruk, R. B., Aydın, E., & Kara, A. (2024). 2D Millimeter-Wave SAR Imaging with Automotive Radar. Journal of Science, Technology and Engineering Research, 5(1), 68-77. https://doi.org/10.53525/jster.1456610
AMA
1.Yalçınkaya Gökdoğan B, Çoruk RB, Aydın E, Kara A. 2D Millimeter-Wave SAR Imaging with Automotive Radar. Journal of Science, Technology and Engineering Research. 2024;5(1):68-77. doi:10.53525/jster.1456610
Chicago
Yalçınkaya Gökdoğan, Bengisu, Remziye Büşra Çoruk, Elif Aydın, and Ali Kara. 2024. “2D Millimeter-Wave SAR Imaging With Automotive Radar”. Journal of Science, Technology and Engineering Research 5 (1): 68-77. https://doi.org/10.53525/jster.1456610.
EndNote
Yalçınkaya Gökdoğan B, Çoruk RB, Aydın E, Kara A (June 1, 2024) 2D Millimeter-Wave SAR Imaging with Automotive Radar. Journal of Science, Technology and Engineering Research 5 1 68–77.
IEEE
[1]B. Yalçınkaya Gökdoğan, R. B. Çoruk, E. Aydın, and A. Kara, “2D Millimeter-Wave SAR Imaging with Automotive Radar”, Journal of Science, Technology and Engineering Research, vol. 5, no. 1, pp. 68–77, June 2024, doi: 10.53525/jster.1456610.
ISNAD
Yalçınkaya Gökdoğan, Bengisu - Çoruk, Remziye Büşra - Aydın, Elif - Kara, Ali. “2D Millimeter-Wave SAR Imaging With Automotive Radar”. Journal of Science, Technology and Engineering Research 5/1 (June 1, 2024): 68-77. https://doi.org/10.53525/jster.1456610.
JAMA
1.Yalçınkaya Gökdoğan B, Çoruk RB, Aydın E, Kara A. 2D Millimeter-Wave SAR Imaging with Automotive Radar. Journal of Science, Technology and Engineering Research. 2024;5:68–77.
MLA
Yalçınkaya Gökdoğan, Bengisu, et al. “2D Millimeter-Wave SAR Imaging With Automotive Radar”. Journal of Science, Technology and Engineering Research, vol. 5, no. 1, June 2024, pp. 68-77, doi:10.53525/jster.1456610.
Vancouver
1.Bengisu Yalçınkaya Gökdoğan, Remziye Büşra Çoruk, Elif Aydın, Ali Kara. 2D Millimeter-Wave SAR Imaging with Automotive Radar. Journal of Science, Technology and Engineering Research. 2024 Jun. 1;5(1):68-77. doi:10.53525/jster.1456610